Release 1.6.0

Recommended update !

This is an incomplete list among the many features added.

• New Updates

  • New implementation of SubpixelConv2d for fast compile by @ShieLian , you can still use the old implementation via SubpixelConv2d_old
  • Fix bug of DownSampling2dLayer by @zsdonghao

• New Support

  • SubpixelConv1d for Audio Super-Resolution by @zsdonghao
  • tl.rein.choice_action_by_probs by @zsdonghao
  • tl.rein.log_weight by @zsdonghao
  • tl.files.save_ckpt and tl.files.load_ckpt by @zsdonghao

• New Examples

  • Deep Q-Network - Frozen lake, see tutorial_frozenlake_dqn.py.
  • Q-Table learning algorithm - Frozen lake, see tutorial_frozenlake_q_table.py.
  • Asynchronous Policy Gradient using TensorDB - Atari Ping Pong by nebulaV.
  • A3C for continuous action space - Bipedal Walker, see tutorial_bipedalwalker_a3c*.py.

• Good News
  TensorLayer has been accepted by ACM Multimedia 2017. If you find it is useful, please cite our paper in your project.

@article{TensorLayer2017,
   author = {Dong, Hao and Supratak, Akara and Mai, Luo and Liu, Fangde and Oehmichen, Axel and Yu, Simiao and Guo, Yike},
   journal = {ACM Multimedia},
   title = {{TensorLayer: A Versatile Library for Efficient Deep Learning Development}},
   url = {http://tensorlayer.org},
   year = {2017}
}

• Documentation by @zsdonghao